An AI market-research platform with competitor analysis and a LangGraph-based TAM/SAM calculator, turning a founder's research process into self-serve tools.
Consultants and product teams spend days stitching together web research, competitor notes and spreadsheet maths to size a market. The founder wanted that process as a product: fast, evidence-backed and repeatable.
Worked closely with the founder over an extended engagement, turning their ideas into a coherent plan and building each module around their research method.
Built multi-step research workflows with LangGraph, combining LLM reasoning with search tools such as Perplexity, Exa and Tavily.
Created modules for TAM and SAM calculation, competitor analysis, persona development, creative research and branding evaluation.
Generated structured reports with executive summaries and key data points, run on demand with a credit system.
Traced research runs in LangSmith, step by step.
LangGraph research workflows
TAM/SAM calculator
Competitor analysis module
Persona, creative and branding research modules
Report generation
“Zubair is fantastic! I worked with him an extended period of time and he was able to translate my disparate thoughts into a coherent plan and build exactly what I wanted. I highly recommend [him], and look forward to working with him again.”
Search technology, Digital marketing
A custom search and synthesis engine that combines several search APIs, live scraping and routed LLMs to deliver GEO insights, such as how a brand appears in AI answers, at a lower cost per query.
Product innovation, R&D
Primary AI development partner for Narratize's earliest generative features: document ingestion, technical briefs, research reports and scientific analysis.
Funeral and memorial services
A guided writing product that helps families create a personal obituary: a gentle interview, then drafting through a self-correcting LangGraph workflow that scores and revises its own work.
We can scope and build a system with comparable capabilities, shaped around your own workflows, data and integrations.
